computationally prohibitive

USAGE SUMMARY

The phrase "computationally prohibitive" is correct and usable in written English.
It can be used to describe a process or task that requires excessive computational resources, making it impractical or unfeasible. Example: "The algorithm's complexity makes it computationally prohibitive for large datasets, leading us to seek alternative methods."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

However, EVOI-optimization is usually computationally prohibitive.

Brain Informatics

Moreover, these approaches are generally computationally prohibitive [28, 29].

EURASIP Journal on Image and Video Processing

Both optimization problems are MINP problem, and computationally prohibitive.

EURASIP Journal on Wireless Communications and Networking

They are, however, computationally prohibitive for engineering-scale applications.

Computer Methods in Applied Mechanics and Engineering

However, it becomes computationally prohibitive to simulate multidimensional processes.

Journal of Wind Engineering and Industrial Aerodynamics

Given the sheer number of photos, analyzing each image in its full size is computationally prohibitive.

EURASIP Journal on Image and Video Processing

Furthermore, optimization with respect to the expressions in (21) and (22) is computationally prohibitive.

EURASIP Journal on Advances in Signal Processing

Performing bit accurate PHY simulations for large numbers of parameter sets is computationally prohibitive.

EURASIP Journal on Advances in Signal Processing

For engineering applications, detailed models of all wind turbines in wind farms are computationally prohibitive.

Journal of Modern Power Systems and Clean Energy

On the other hand, as discussed before, simulating the dynamics of piece selection is computationally prohibitive.

Journal of the Brazilian Computer Society

However, when the number of channels is large, POHPA becomes computationally prohibitive.

EURASIP Journal on Wireless Communications and Networking

Expert writing Tips

Best practice

When using "computationally prohibitive", clearly state the specific limitation or bottleneck that makes the computation impractical. For instance, specify whether it's due to memory constraints, processing time, or the scale of data involved.

Common error

Avoid using "computationally prohibitive" as a vague justification. Instead of simply stating that a method is computationally prohibitive, quantify the computational cost (e.g., time complexity, memory usage) to provide a more concrete and convincing explanation.

Linguistic Context

The phrase "computationally prohibitive" functions as an adjective phrase, modifying a noun to indicate that a particular computation is impractical or impossible due to its high resource demands. Ludwig's examples demonstrate its use in scientific and technical contexts.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "computationally prohibitive" is a phrase used to describe processes that demand excessive computational resources, rendering them impractical. As Ludwig AI indicates, it is grammatically correct and frequently employed in scientific contexts. The phrase serves to communicate the infeasibility of certain computational methods due to limitations in time, memory, or data scale. To enhance clarity, it's advisable to specify the precise limitations that make a computation prohibitive, avoiding overgeneralization. Alternative phrases, such as "computationally infeasible" or "excessively resource-intensive", can be used depending on the specific context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

computationally infeasible

Emphasizes impossibility due to computational demands.

computationally intractable

Highlights the difficulty in solving a problem with available computational resources.

computationally impractical

Focuses on the lack of practicality due to high computational cost.

excessively resource-intensive

Broader term emphasizing the high consumption of resources, not limited to computation.

prohibitively expensive to compute

Directly addresses the high cost associated with the computation.

computationally demanding beyond reach

Highlights the extreme computational needs that can't be met

unfeasibly complex to compute

Focus on complexity of the calculation more than the computational cost

beyond computational capacity

Highlights limitation of the actual computational capacity.

too computationally intensive

Stress the intensity of computational requirements.

not amenable to computation

Highlights the unsuitability of certain operations to computation.

FAQs

How can I use "computationally prohibitive" in a sentence?

You can use "computationally prohibitive" to describe a task or process that requires excessive computational resources. For example: "The algorithm's complexity makes it "computationally prohibitive" for large datasets, leading us to seek alternative methods."

What are some alternatives to saying "computationally prohibitive"?

You can use alternatives such as "computationally infeasible", "computationally intractable", or "excessively resource-intensive" depending on the specific context.

Is it better to say "computationally prohibitive" or "computationally expensive"?

While both terms relate to high computational costs, "computationally prohibitive" implies that the cost is so high as to make the task impractical or impossible. "Computationally expensive" simply means that the task requires significant computational resources but may still be feasible.

What makes a process "computationally prohibitive"?

A process can be deemed "computationally prohibitive" due to factors such as high time complexity (e.g., exponential time), excessive memory requirements, or the sheer scale of data involved, making it impractical to execute with available resources.